Combining liquid biopsy and functional imaging analysis in metastatic castration‐resistant prostate cancer helps predict treatment outcome. Issue 2 (9th November 2021)
- Record Type:
- Journal Article
- Title:
- Combining liquid biopsy and functional imaging analysis in metastatic castration‐resistant prostate cancer helps predict treatment outcome. Issue 2 (9th November 2021)
- Main Title:
- Combining liquid biopsy and functional imaging analysis in metastatic castration‐resistant prostate cancer helps predict treatment outcome
- Authors:
- Conteduca, Vincenza
Scarpi, Emanuela
Caroli, Paola
Lolli, Cristian
Gurioli, Giorgia
Brighi, Nicole
Poti, Giulia
Farolfi, Alberto
Altavilla, Amelia
Schepisi, Giuseppe
Matteucci, Federica
Paganelli, Giovanni
De Giorgi, Ugo - Abstract:
- Abstract : Plasma tumour DNA (ptDNA) is a potential early noninvasive biomarker of treatment outcome in metastatic castration‐resistant prostate cancer (mCRPC). Herein, we investigated whether pretreatment ptDNA levels reflect metabolic tumour burden in mCRPC and better predict treatment outcome in combination with functional imaging. Targeted next‐generation sequencing was performed to estimate the ptDNA fraction from 102 mCRPC patients receiving abiraterone or enzalutamide. The maximum standardized uptake value (SUVmax), total lesion activity (TLA) and metabolic tumour volume (MTV) were evaluated on 18 F‐fluorocholine positron emission tomography/computed tomography. We assessed a Weibull multiple regression model to determine the combined impact of clinical, molecular and imaging characteristics on overall survival (OS) and progression‐free survival (PFS), and to obtain prognostic scores. A significant association was seen between ptDNA and SUVmax, MTV and TLA. For survival analysis, patients were randomly allocated into a training ( n = 68) and a validation ( n = 34) set. In the training set, multivariable analyses showed that ptDNA, MTV and serum lactate dehydrogenase together with visceral metastasis were independent predictors of both OS and PFS. Prognostic scores were generated, with the identification of three groups of patients with significantly different median OS (29.2, 15.9 and 8.7 months) and PFS (13.3, 7.7 and 3.2 months) probabilities. The differences inAbstract : Plasma tumour DNA (ptDNA) is a potential early noninvasive biomarker of treatment outcome in metastatic castration‐resistant prostate cancer (mCRPC). Herein, we investigated whether pretreatment ptDNA levels reflect metabolic tumour burden in mCRPC and better predict treatment outcome in combination with functional imaging. Targeted next‐generation sequencing was performed to estimate the ptDNA fraction from 102 mCRPC patients receiving abiraterone or enzalutamide. The maximum standardized uptake value (SUVmax), total lesion activity (TLA) and metabolic tumour volume (MTV) were evaluated on 18 F‐fluorocholine positron emission tomography/computed tomography. We assessed a Weibull multiple regression model to determine the combined impact of clinical, molecular and imaging characteristics on overall survival (OS) and progression‐free survival (PFS), and to obtain prognostic scores. A significant association was seen between ptDNA and SUVmax, MTV and TLA. For survival analysis, patients were randomly allocated into a training ( n = 68) and a validation ( n = 34) set. In the training set, multivariable analyses showed that ptDNA, MTV and serum lactate dehydrogenase together with visceral metastasis were independent predictors of both OS and PFS. Prognostic scores were generated, with the identification of three groups of patients with significantly different median OS (29.2, 15.9 and 8.7 months) and PFS (13.3, 7.7 and 3.2 months) probabilities. The differences in median survival between risk groups were confirmed in the validation cohort for both OS and PFS. In our study, we showed that integrating plasma DNA analysis with functional imaging may improve prognostic risk stratification and treatment selection in mCRPC. Abstract : Plasma tumour DNA (ptDNA) has been recently demonstrated as a potential early noninvasive biomarker in patients affected with metastatic castration‐resistant prostate cancer receiving androgen receptor signalling inhibitors. In our study, we initially showed that ptDNA reflected tumour metabolic activity. Additionally, integrating ptDNA analysis with functional imaging and clinical features showed potential for an improved outcome prediction as well as for a better treatment selection in these patients. … (more)
- Is Part Of:
- Molecular oncology. Volume 16:Issue 2(2022)
- Journal:
- Molecular oncology
- Issue:
- Volume 16:Issue 2(2022)
- Issue Display:
- Volume 16, Issue 2 (2022)
- Year:
- 2022
- Volume:
- 16
- Issue:
- 2
- Issue Sort Value:
- 2022-0016-0002-0000
- Page Start:
- 538
- Page End:
- 548
- Publication Date:
- 2021-11-09
- Subjects:
- choline PET/TC -- metabolic activity -- metastatic castration‐resistant prostate cancer -- plasma tumour DNA -- prognosis
Cancer -- Molecular aspects -- Periodicals
616.994005 - Journal URLs:
- http://www.journals.elsevier.com/molecular-oncology/ ↗
http://febs.onlinelibrary.wiley.com/hub/journal/10.1002/(ISSN)1878-0261/issues/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1002/1878-0261.13120 ↗
- Languages:
- English
- ISSNs:
- 1574-7891
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5900.817993
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